Fangming Liu

1. Small Language Models: Survey, Measurements, and Insights
   2024/09/24 by Zhichun Lu, Zhenyan Lu, Lu, Zhenyan +15 · 4 voices · 48 citations
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Expert finding and Q&A systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling #cs.AI #cs.CL #cs.LG
2. Learning to Generate Structured Output with Schema Reinforcement Learning
   2025/02/26 by Yue Lu, H. Li, Lu, Yaxi +15 · 9 citations
   Computer Science · #Topic Modeling #Software Engineering Research #Natural Language Processing Techniques
3. Rubick: Exploiting Job Reconfigurability for Deep Learning Cluster Scheduling
   2024/08/16 by Xinyi Zhang, Zhang, Xinyi, Hanyu Zhao +13 · 5 citations
   Computer Science · #Cloud Computing and Resource Management #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
4. Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering
   2024/12/18 by Yifan Lu, Lu, Yifan, Zhou, Yigeng +12 · 7 citations
   Computer Science · Engineering · #Topic Modeling #Semantic Web and Ontologies #Robotics and Automated Systems
5. OMEGA: Efficient Occlusion-Aware Navigation for Air-Ground Robot in Dynamic Environments via State Space Model
   2024/08/20 by Junming Wang, Wang, Junming, Xiuxian Guan +11 · 3 citations
   Computer Science · Engineering · #Robotic Path Planning Algorithms #Robotics and Sensor-Based Localization #Target Tracking and Data Fusion in Sensor Networks
6. TrimCaching: Parameter-sharing AI Model Caching in Wireless Edge Networks
   2024/05/07 by Guanqiao Qu, Zheng Lin, Qu, Guanqiao +7 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Caching and Content Delivery #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Networking and Internet Architecture (cs.NI)
7. Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing
   2025/05/28 by Yifan Lu, Lu, Yifan, Jing Li +16 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Topic Modeling
8. Graft: Efficient Inference Serving for Hybrid Deep Learning with SLO Guarantees via DNN Re-alignment
   2023/12/17 by Jing Wu, Lin Wang, Wu, Jing +5 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Age of Information Optimization #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Parallel #and Cluster Computing (cs.DC)
9. Jailbreak-R1: Exploring the Jailbreak Capabilities of LLMs via Reinforcement Learning
   2025/06/01 by Wei Guo, Guo, Weiyang, Zesheng Shi +15 · 3 citations
   Computer Science · Social Sciences · #Digital and Cyber Forensics #Crime Patterns and Interventions #Artificial Intelligence in Law
10. HE-Nav: A High-Performance and Efficient Navigation System for Aerial-Ground Robots in Cluttered Environments
    2024/10/07 by Junming Wang, Z. T. Sun, Wang, Junming +15 · 2 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #Robotic Path Planning Algorithms #Robotics (cs.RO) #Robotics and Automated Systems #Robotics and Sensor-Based Localization
11. Denoising and Adaptive Online Vertical Federated Learning for Sequential Multi-Sensor Data in Industrial Internet of Things
    2025/01/03 by Heqiang Wang, Xiaoxiong Zhong, Wang, Heqiang +7 · 3 citations
    Computer Science · Social Sciences · #Advanced Computing and Algorithms #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
12. Seeing is Not Reasoning: MVPBench for Graph-based Evaluation of Multi-path Visual Physical CoT
    2025/05/30 by Zhuobai Dong, Junchao Yi, Dong, Zhuobai +12 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Causality (physics) #Computer Vision and Pattern Recognition (cs.CV) #Consistency (knowledge bases) #Data Visualization and Analytics #FOS: Computer and information sciences #GRASP #Metric (unit) #Path (computing) #Perception #Spatial intelligence #Visual reasoning
13. DynActiveGS: Active Gaussian Splatting for Dynamic Scene Reconstruction
    2026/08/02 by Hongbo Duan, Pengting Luo, Chengzhi Zhao +3
    Computer Science · #cs.CV #cs.AI
14. Mechanisms of Width Scaling in Normalized Residual Networks: The Effective Alignment Dimension
    2026/07/27 by Jinhao Zhang, Zeyu Liu, Zicheng Yan +4
    Computer Science · #cs.LG #cs.AI